Geo-temporal distribution of tag terms for event-related image retrieval
作者:
Highlights:
• We have developed a new approach that effectively retrieves event-based images.
• We have proposed a rigorous technique to extract spatial features from image tags.
• We have developed a method for summarizing spatial distributions of single tags.
• We have developed new techniques for spatial relatedness between two tag terms.
• Our spatio-temporal IR method improves the retrieval performance significantly.
摘要
•We have developed a new approach that effectively retrieves event-based images.•We have proposed a rigorous technique to extract spatial features from image tags.•We have developed a method for summarizing spatial distributions of single tags.•We have developed new techniques for spatial relatedness between two tag terms.•Our spatio-temporal IR method improves the retrieval performance significantly.
论文关键词:Information retrieval,Spatial profile,Tag relatedness,Query expansion,Event retrieval,Social media retrieval
论文评审过程:Received 22 October 2013, Revised 4 September 2014, Accepted 7 September 2014, Available online 29 September 2014.
论文官网地址:https://doi.org/10.1016/j.ipm.2014.09.001